Image Generation on ImageNet 256x256 (JiT Metrics)
2.496FIDHeun + FDS
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Heun + FDSSolver=Heun + FDS, NFE=992026.04 | 2.496 | — | — | — | — | 329.7 | |
| HeunSolver=Heun, NFE=992026.04 | 2.713 | — | — | — | — | 330.23 | |
| Heun†Solver=Heun†, NFE=153, compute-matched=true2026.04 | 2.886 | — | — | — | — | 333.1 | |
| Heun + FDSSolver=Heun + FDS, NFE=992026.04 | 3.394 | — | — | — | — | 269.09 | |
| Euler + FDSSolver=Euler + FDS, NFE=502026.04 | 3.519 | — | — | — | — | 278.16 | |
| HeunSolver=Heun, NFE=992026.04 | 3.637 | — | — | — | — | 270.18 | |
| Euler + FDSSolver=Euler + FDS, NFE=502026.04 | 3.799 | — | — | — | — | 278.33 | |
| Heun†Solver=Heun†, NFE=153, compute-matched=true2026.04 | 3.815 | — | — | — | — | 275.1 | |
| Euler†Solver=Euler†, NFE=77, compute-matched=true2026.04 | 3.857 | — | — | — | — | 278.75 | |
| EulerSolver=Euler, NFE=502026.04 | 3.859 | — | — | — | — | 277.09 | |
| Euler†Solver=Euler†, NFE=77, compute-matched=true2026.04 | 4.061 | — | — | — | — | 287.15 | |
| EulerSolver=Euler, NFE=502026.04 | 4.151 | — | — | — | — | 280.07 | |
| EulerNFE=100, Denoising steps=1002026.04 | — | 3.859 | 277.09 | 2.986 | 336.42 | — | |
| Euler + FDSNFE=100, Denoising steps=1002026.04 | — | 3.579 | 278.16 | 2.741 | 336.57 | — | |
| Euler†NFE=154, Denoising steps=1002026.04 | — | 3.857 | 278.75 | 2.965 | 335.81 | — | |
| HeunNFE=199, Denoising steps=1002026.04 | — | 3.739 | 268.29 | 2.811 | 327.65 | — | |
| Heun + FDSNFE=199, Denoising steps=1002026.04 | — | 3.446 | 264.76 | 2.579 | 329.07 | — | |
| Heun†NFE=307, Denoising steps=1002026.04 | — | 3.833 | 268.12 | 2.875 | 330.51 | — |